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counterfactual

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TitleStatusHype
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
DILLEMA: Diffusion and Large Language Models for Multi-Modal AugmentationCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
User-Controllable Recommendation via Counterfactual Retrospective and Prospective ExplanationsCode0
Counterfactual Explanations for Graph Classification Through the Lenses of DensityCode0
Diffusion Model in Causal Inference with Unmeasured ConfoundersCode0
SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and ComplementsCode0
A Cross-Linguistic Pressure for Uniform Information Density in Word OrderCode0
XPROAX-Local explanations for text classification with progressive neighborhood approximationCode0
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of ArtifactsCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Counterfactual Explanations for Continuous Action Reinforcement LearningCode0
Using Causal Analysis for Conceptual Deep Learning ExplanationCode0
The Sensitivity of Counterfactual Fairness to Unmeasured ConfoundingCode0
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine LearningCode0
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and CalibrationCode0
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life VideosCode0
Probabilistic Perspectives on Error Minimization in Adversarial Reinforcement LearningCode0
Twin Papers: A Simple Framework of Causal Inference for Citations via CouplingCode0
Diffusion Counterfactuals for Image RegressorsCode0
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry ClassificationCode0
Leveraging Factored Action Spaces for Off-Policy EvaluationCode0
Counterfactual Explanations as Interventions in Latent SpaceCode0
CARE: Coherent Actionable Recourse based on Sound Counterfactual ExplanationsCode0
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction modelsCode0
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial NetworksCode0
Watermarking Counterfactual ExplanationsCode0
LIMEtree: Consistent and Faithful Multi-class ExplanationsCode0
Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm DesignCode0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
Linking in Style: Understanding learned features in deep learning modelsCode0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
Counterfactual Explanation Algorithms for Behavioral and Textual DataCode0
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused EvaluationCode0
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative EvaluationCode0
DiffExplainer: Unveiling Black Box Models Via Counterfactual GenerationCode0
Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy DistillationCode0
Think Rationally about What You See: Continuous Rationale Extraction for Relation ExtractionCode0
An Offline Metric for the Debiasedness of Click ModelsCode0
Did I do that? Blame as a means to identify controlled effects in reinforcement learningCode0
Local Regression Distribution EstimatorsCode0
Local Rule-Based Explanations of Black Box Decision SystemsCode0
Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingCode0
Counterfactual experience augmented off-policy reinforcement learningCode0
Counterfactual Evaluation of Peer-Review Assignment PoliciesCode0
Evaluating the Reliability of Self-Explanations in Large Language ModelsCode0
Simulating counterfactualsCode0
Evaluating vaccine allocation strategies using simulation-assisted causal modellingCode0
Simulation-Based Counterfactual Causal Discovery on Real World Driver BehaviourCode0
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